EARLY PATTERN DETECTION IN DATA FOR IMPROVED ENTERPRISE OPERATIONS

EARLY PATTERN DETECTION IN DATA FOR IMPROVED ENTERPRISE OPERATIONS

Implementations of the present disclosure include receiving a goal, providing a problem-specific knowledge graph that is responsive to at least a portion of the goal, determining a set of events from the problem-specific knowledge graph, processing data representative of events in the set of events...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: XIONG, Guanglei, ZHANG, Wenxian, KANG, Sukryool, SUBRAHMONIA, Jayashree, PARUCHURI, Anwitha, MOFFAT, Danielle, BARRERE, Louise Noreen, BREWER, Jing Su, CHAN, Christopher Yen-Chu, GUAN, Lan, WONG, Ivan A
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES
PHYSICS
SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
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Beschreibung
Zusammenfassung:Implementations of the present disclosure include receiving a goal, providing a problem-specific knowledge graph that is responsive to at least a portion of the goal, determining a set of events from the problem-specific knowledge graph, processing data representative of events in the set of events through a first machine learning (ML) model to provide a set of event scores, each event score in the set of event scores being associated with a respective event in the set of events, determining a sub-set of events based on the set of event scores, for each event in the sub-set of events, determining at least one action by processing a sequence of actions through a second ML model, and outputting the sub set of events and a set of actions for execution of at least one action in the set of actions.